AkunaCapital Interview Questions
The questions to prepare for AkunaCapital interviews, across all roles. Questions from real interview reports rank first. Updated daily.
Design a data pipeline that supports sub-millisecond ML inference while preserving freshness, correctness, and observability.
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Assesses ability to connect probability concepts to real quantitative tasks.
Assesses conceptual understanding of deep learning and your ability to explain it clearly.
Assesses your ability to connect expected value paradoxes to trading and arbitrage intuition.
Identify repeated two-column key combinations, including combinations containing NULL values.
Point72Use PostgreSQL aggregations to produce list-like arrays and dictionary-like JSON objects from data records.
ExlCalculate Pearson correlation for each category while excluding incomplete value pairs.
BarclaysAssesses your understanding of time synchronization protocols and their operational flow.
Evaluates probabilistic modeling relevant to trading and execution.
Evaluates performance, data structure choices, and correctness tradeoffs for high-throughput trading systems.